{"id":"W2999566419","doi":"","title":"Young Researchers Forum at 2nd International Conference on Cancer Science and Cancer Therapy","year":2019,"lang":"en","type":"article","venue":"","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Cancer therapy; Medical education; Medicine; Cancer; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01167203,0.001797849,0.001339469,0.00193334,0.005256544,0.01056075,0.001937046,0.008571141,0.08724112],"category_scores_gemma":[0.00591483,0.0004983976,0.001949707,0.001171506,0.001234377,0.002931806,0.007263145,0.009572998,0.03830052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004221737,"about_ca_system_score_gemma":0.01843327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004579143,"about_ca_topic_score_gemma":0.01402191,"domain_scores_codex":[0.9950473,0.0009521996,0.0001677952,0.0004707825,0.001846879,0.001514963],"domain_scores_gemma":[0.9846295,0.000646113,0.000427425,0.0001906847,0.002604717,0.01150159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001281465,0.00006457009,0.0002608105,0.000119892,0.00001240018,0.0001453509,0.000181274,0.00004133231,0.0005518204,0.001898656,0.9814652,0.01513064],"study_design_scores_gemma":[0.0000179127,0.00005817452,0.0005133492,0.0001127344,0.00001043489,0.00005486354,0.0002427313,0.00002889699,0.0001959085,0.0005969645,0.9981552,0.00001281036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003461235,0.05094144,0.002747403,0.2662137,0.5762637,0.001001742,0.002098724,0.0004575072,0.09681448],"genre_scores_gemma":[0.0217095,0.02290452,0.002411151,0.05662293,0.140669,0.0009859857,0.002772027,0.0005057867,0.7514191],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08724112,"threshold_uncertainty_score":0.2918506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262015007844987,"score_gpt":0.3486905971602249,"score_spread":0.3060704470817751,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}